{ | |
"significant_genes": { | |
"Variable": [ | |
"NUSAP1", | |
"KCNMB3", | |
"NLN", | |
"JAG2", | |
"GTPBP8", | |
"FAIM", | |
"ZNF205", | |
"ZNF493", | |
"TNFSF9", | |
"RSPO2", | |
"SUZ12", | |
"PDE4DIP", | |
"NEIL3", | |
"GPATCH8", | |
"SLC6A1", | |
"SLC22A7", | |
"ANAPC5", | |
"EPN2", | |
"KLF11", | |
"FTO", | |
"RNF220", | |
"MEGF11", | |
"DHX16", | |
"COQ7", | |
"GCM1", | |
"UXT", | |
"KCNIP2", | |
"AFG2A", | |
"SCPEP1", | |
"ENAH" | |
], | |
"Coefficient": [ | |
-0.2344648418777043, | |
0.20108107507158862, | |
0.17691851210444234, | |
-0.14038982995644106, | |
-0.12833118065956123, | |
0.11253833402235094, | |
-0.08623680871663497, | |
-0.08065821430373603, | |
-0.08035059929318356, | |
-0.06753685095968276, | |
-0.06746395991902587, | |
0.06263927768846662, | |
-0.05698517202696628, | |
0.052107780450487015, | |
0.04295157076682981, | |
-0.03383789647583895, | |
-0.02576750856910088, | |
0.02315768995542712, | |
0.020955573229543983, | |
0.01956904724364686, | |
-0.01945640374220467, | |
0.016501518089599355, | |
-0.01447460537425171, | |
-0.012805076180702334, | |
0.01241144794886931, | |
0.011467961944620454, | |
-0.0099443196709911, | |
-0.008177597510239845, | |
0.0072215125891173185, | |
-0.00205138516984717 | |
], | |
"Absolute Coefficient": [ | |
0.2344648418777043, | |
0.20108107507158862, | |
0.17691851210444234, | |
0.14038982995644106, | |
0.12833118065956123, | |
0.11253833402235094, | |
0.08623680871663497, | |
0.08065821430373603, | |
0.08035059929318356, | |
0.06753685095968276, | |
0.06746395991902587, | |
0.06263927768846662, | |
0.05698517202696628, | |
0.052107780450487015, | |
0.04295157076682981, | |
0.03383789647583895, | |
0.02576750856910088, | |
0.02315768995542712, | |
0.020955573229543983, | |
0.01956904724364686, | |
0.01945640374220467, | |
0.016501518089599355, | |
0.01447460537425171, | |
0.012805076180702334, | |
0.01241144794886931, | |
0.011467961944620454, | |
0.0099443196709911, | |
0.008177597510239845, | |
0.0072215125891173185, | |
0.00205138516984717 | |
] | |
}, | |
"cv_performance": { | |
"prediction": { | |
"nmse": 1.7543445017085255, | |
"r_squared": -0.7543445017085254 | |
}, | |
"selection": { | |
"precision": 0.0, | |
"recall": 0.0, | |
"f1": 0.0, | |
"jaccard": 0.0 | |
} | |
} | |
} |